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1.5k

8.3k

bsd-3-clause

107

A unified framework for machine learning with time series

ai sktime data-mining forecasting time-series data-science scikit-learn hacktoberfest machine-learning anomaly-detection time-series-analysis changepoint-detection time-series-regression time-series-segmentation time-series-classification

Created 2018-11-06

5,276 commits to main branch, last one 13 hours ago

stumpy TDAmeritrade

331

3.9k

other

56

STUMPY is a powerful and scalable Python library for modern time series analysis

dask numba pydata python data-science matrix-profile motif-discovery pattern-matching anomaly-detection time-series-analysis time-series-data-mining time-series-segmentation

Created 2019-05-03

1,377 commits to main branch, last one 9 days ago

aeon aeon-toolkit

195

1.1k

bsd-3-clause

22

A toolkit for machine learning from time series

data-mining time-series data-science scikit-learn machine-learning time-series-analysis time-series-clustering time-series-regression time-series-segmentation time-series-classification time-series-anomaly-detection

Created 2022-12-20

4,784 commits to main branch, last one a day ago

awesome-time-series-segmentation-papers lzz19980125

8

454

gpl-3.0

5

This repository contains a reading list of papers on Time Series Segmentation. This repository is still being continuously improved.

awesome dataset paper-list data-mining time-series awesome-list data-science segmentation deep-learning motion-capture machine-learning anomaly-detection time-series-models time-series-analysis unsupervised-learning change-point-detection univariate-time-series multivariate-time-series time-series-segmentation

Created 2024-01-27

50 commits to main branch, last one about a month ago

claspy ermshaua

4

98

bsd-3-clause

3

ClaSPy: A Python package for time series segmentation.

python science research data-mining time-series change-point data-science segmentation machine-learning time-series-analysis unsupervised-learning change-point-detection time-series-data-mining time-series-segmentation

Created 2023-02-18

43 commits to main branch, last one 4 months ago

time-series-segmentation-benchmark ermshaua

15

65

bsd-3-clause

2

This repository contains the time series segmentation benchmark (TSSB).

python science research data-mining time-series change-point data-science segmentation machine-learning time-series-analysis unsupervised-learning change-point-detection time-series-data-mining time-series-segmentation

Created 2021-11-09

36 commits to main branch, last one 8 months ago

skchange NorskRegnesentral

2

26

bsd-3-clause

4

skchange provides sktime-compatible change detection and changepoint-based anomaly detection algorithms

statistics change-detection machine-learning anomaly-detection time-series-segmentation

Created 2023-11-27

1,233 commits to main branch, last one 9 days ago